MCP Servers 20,417

Okto PulseNew

io.github.oktolabsai/okto-pulse

B◆ advisory

Local-first, spec-driven SDLC workbench with governance gates, knowledge graphs, and MCP for AI coding agents.

Nutrient Document Engine MCP Server

io.github.PSPDFKit/nutrient-document-engine-mcp-server

A✓Verified

MCP server for self-hosted Nutrient Document Engine: extract, edit, redact, and annotate documents.

Awesome Agentic Commerce

io.github.mentionnetwork/awesome-agentic-commerce

C◆ advisory

A curated list of awesome agentic commerce resources — protocols, MCP servers, tools, apps, APIs and services for AI agents that shop, sell and transact.

Visual Memory MCP

io.github.putervision/vision-memory-mcp

B✓Verified

Local visual UI cache for AI agents using perceptual hashing + CLIP to cut vision token use.

Remarc

io.github.metedata/remarc

B◆ advisory

Your feedback layer for AI collaboration.

Kimi Code

io.github.howardpen9/kimi-code-mcp

C◆ advisory

MCP server for Claude Code × Kimi K2.5 (256K context) — delegate bulk codebase analysis to Kimi, save 90% on token costs.

Pipedrive

io.github.willdent/pipedrive-mcp-server

C◆ advisory

Secure, self-hosted MCP server for Pipedrive CRM with v2 read tools, optional preview-first writes, stdio/HTTP transports, and Docker support.

build123d MCP

io.github.pzfreo/build123d-mcp

A✓Verified

AI-driven 3D CAD via build123d: execute, render, measure, and export geometry interactively.

Devkit Server

io.github.mapbox/mcp-devkit-server

A✓Verified

Provides AI assistants with direct access to Mapbox developer APIs and documentation.

Astro

io.github.morinokami/astro-mcp

B✓Verified

MCP server to support Astro project development

Perseus Vault (formerly Mimir/Mneme), persistent memory engine for AI agents

io.github.Perseus-Computing-LLC/mimir

A✓Verified

Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM.

Mcpls

io.github.bug-ops/mcpls

B◆ advisory

Universal MCP to LSP bridge - expose Language Server Protocol capabilities as MCP tools for AI agents

Memory Vault

io.github.MihaiBuilds/memory-vault

A✓Verified

Local-first AI memory layer with hybrid search.

Ue5 Bridge

io.github.natfii/ue5-mcp-bridge

C◆ advisory

MCP server bridging AI assistants to Unreal Engine 5 editor

Agent Inbox

io.github.gsd-build/agent-inbox

C◆ advisory

Give any AI agent a disposable email inbox in one tool call.

Lc2mcp

io.github.xiaotonng/lc2mcp

D◆ advisory

Convert LangChain tools to FastMCP tools

Weppy Roblox

io.github.hope1026/weppy-roblox-mcp

B◆ advisory

Roblox Studio MCP server & plugin for Claude Code, Cursor, Codex, and Gemini.

Atlassian Confluence

io.github.aashari/mcp-server-atlassian-confluence

D◆ advisory

Node.js/TypeScript MCP server for Atlassian Confluence.

Perseus Vault — persistent, encrypted memory for AI agents

io.github.Perseus-Computing-LLC/perseus-vault

A✓Verified

Persistent, encrypted, deterministic memory for AI agents.

Claude Delegator Deepseek

io.github.fjgbue/claude-delegator-deepseek-mcp

C◆ advisory

MCP server: delegate heavy-token tasks from Claude Code to DeepSeek, Kimi, GLM, Qwen, Grok, or any OpenAI-compatible model.

Duckdb Memory

io.github.izumisy/mcp-duckdb-memory-server

D◆ advisory

MCP Memory Server with DuckDB backend

Logic Pro MCP

io.github.MongLong0214/logic-pro-mcp

B✓Verified

Local MCP server for stateful, fail-closed Logic Pro control and live project readback.

Depwire

io.github.atef-ataya/depwire

B✓Verified

Dependency graph + 24 MCP tools.

Apple Mail MCP

io.github.imdinu/apple-mail-mcp

A✓Verified

Apple Mail MCP server with full-coverage FTS5 body search, reliable on large mailboxes.